自愈材料宏观结构和微管网络结构的多目标拓扑优化

IF 3.7 3区 材料科学 Q1 INSTRUMENTS & INSTRUMENTATION
Jianbin Tan, Peng Li, Wentao Cheng, Changyou Zhang, Baijia Fan, Shenbiao Wang, Jinqing Zhan
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引用次数: 0

摘要

自愈合材料具有及时修复使用过程中出现的轻微损伤的能力,从而有效防止安全事故的发生。本文围绕纯环氧树脂材料,研究了自修复材料宏观结构和微管网络的多目标拓扑优化方法,旨在提高微管网络的损伤修复能力,同时满足宏观结构的力学性能要求。通过引入宏观结构和微管网络的设计变量,分别建立了相应的拓扑描述函数。研究应用逻辑运算和后处理技术生成嵌入式微管网络结构描述。目标函数包括宏观结构的柔性、沿程水头损失和微管网络的总长度,并以材料体积作为约束条件。为了确定三维微管网络结构的头部损失,提出了一种基于流初始化和循环搜索的 Hardy-Cross 方法。基于移动可变形组件算法、枚举法和帕累托原则设计了多目标拓扑优化。通过评估每一代帕累托解集之间的差异,制定迭代终止条件,从而确保算法收敛。以梅塞施密特-伯尔考-布洛姆(MBB)梁为例,无载体时的柔度为 0.059,有载体时为 0.0728;无载体时的宏观结构柔度为有载体时的 81.0%,有载体/无载体 MBB 梁的宏观结构轮廓和整体柔度相互接近。这种方法可作为优化大规模自愈合结构的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-objective topology optimization of macro structure and microtubule network structure for self-healing material
Self-healing materials possess the capability to promptly repair minor damages occurring during service, thereby effectively preventing safety accidents. This paper investigates a multi-objective topology optimization method for the macro structure and microtubule network of self-healing materials around pure epoxy resin materials, aiming to enhance the damage healing capability of the microtubule network while meeting the mechanical performance requirements of the macro structure. By introducing the design variables of macro structure and microtubule network, the corresponding topological description functions are established respectively. And study applies logical operations and post-processing techniques to generate an embedded microtubule network structure description. The objective functions include the flexibility of the macro structure, the along-travel head loss, and the total length of the microtubule network, with material volume serving as a constraint. In order to determine the head loss of the three-dimensional microtubule network structure, a Hardy-Cross method based on flow initialization and loop search is proposed. Multi-objective topology optimization is designed based on moving morphable components algorithm, enumeration method and Pareto principle. Develop iterative termination conditions by assessing the disparity between Pareto solution sets in each generation, thereby ensuring algorithm convergence. The numerical example of the Messerschmitt–Bölkow–Blohm (MBB) beamyields a flexibility of 0.059 without a carrier and 0.0728 with a carrier the macrostructural flexibility without a carrier is 81.0% compared to with a carrier, and the macrostructural profiles and the overall flexibility of the MBB beams with/without a carrier are close to each other. This method serves as a reference for optimizing large-scale self-healing structures.
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来源期刊
Smart Materials and Structures
Smart Materials and Structures 工程技术-材料科学:综合
CiteScore
7.50
自引率
12.20%
发文量
317
审稿时长
3 months
期刊介绍: Smart Materials and Structures (SMS) is a multi-disciplinary engineering journal that explores the creation and utilization of novel forms of transduction. It is a leading journal in the area of smart materials and structures, publishing the most important results from different regions of the world, largely from Asia, Europe and North America. The results may be as disparate as the development of new materials and active composite systems, derived using theoretical predictions to complex structural systems, which generate new capabilities by incorporating enabling new smart material transducers. The theoretical predictions are usually accompanied with experimental verification, characterizing the performance of new structures and devices. These systems are examined from the nanoscale to the macroscopic. SMS has a Board of Associate Editors who are specialists in a multitude of areas, ensuring that reviews are fast, fair and performed by experts in all sub-disciplines of smart materials, systems and structures. A smart material is defined as any material that is capable of being controlled such that its response and properties change under a stimulus. A smart structure or system is capable of reacting to stimuli or the environment in a prescribed manner. SMS is committed to understanding, expanding and dissemination of knowledge in this subject matter.
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